Carolyn L. Beck

Orcid: 0000-0003-4880-6380

According to our database1, Carolyn L. Beck authored at least 95 papers between 1986 and 2023.

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Bibliography

2023
Finite Sample Analysis for Structured Discrete System Identification.
IEEE Trans. Autom. Control., October, 2023

2022
Special Section on Mathematical Modeling, Analysis, and Control of Epidemics.
SIAM J. Control. Optim., 2022

On the Consistency of Maximum Likelihood Estimators for Causal Network Identification.
IEEE Control. Syst. Lett., 2022

Modeling and Analysis of a Coupled SIS Bi-Virus Model.
CoRR, 2022

A unified Maximum Entropy Principle approach for a large class of routing problems.
Comput. Ind. Eng., 2022

Modelling and Control of Epidemics Across Scales.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Approximate Testing in Uncertain Epidemic Processes.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Cooperative Control of Wind Farms under Maintenance Constraints.
Proceedings of the IEEE Conference on Control Technology and Applications, 2022

RCP: A Temporal Clustering Algorithm for Real-time Controller Placement in Mobile SDN Systems.
Proceedings of the American Control Conference, 2022

2021
Erratum to "Analysis, Identification, and Validation of Discrete-Time Epidemic Processes".
IEEE Trans. Control. Syst. Technol., 2021

Distributed Resource Allocation Over Dynamic Networks With Uncertainty.
IEEE Trans. Autom. Control., 2021

Distributed Grid Optimization via Distributed Dual Subgradient Methods with Averaging.
CoRR, 2021

Multi-competitive viruses over time-varying networks with mutations and human awareness.
Autom., 2021

On the Role of Asymptomatic Carriers in Epidemic Spread Processes.
Proceedings of the 2021 American Control Conference, 2021

2020
Analysis, Estimation, and Validation of Discrete-Time Epidemic Processes.
IEEE Trans. Control. Syst. Technol., 2020

Modeling, estimation, and analysis of epidemics over networks: An overview.
Annu. Rev. Control., 2020

2019
Mixing Times and Structural Inference for Bernoulli Autoregressive Processes.
IEEE Trans. Netw. Sci. Eng., 2019

Data Clustering and Graph Partitioning via Simulated Mixing.
IEEE Trans. Netw. Sci. Eng., 2019

Analysis and Control of a Continuous-Time Bi-Virus Model.
IEEE Trans. Autom. Control., 2019

Convergence of the Iterates in Mirror Descent Methods.
IEEE Control. Syst. Lett., 2019

A Clustering Approach to Edge Controller Placement in Software Defined Networks with Cost Balancing.
CoRR, 2019

Networked Infectious Disease-Contaminated Water Model.
Proceedings of the 17th European Control Conference, 2019

A Viral Model of Product Adoption with Antagonistic Interactions.
Proceedings of the 2019 American Control Conference, 2019

2018
Epidemic Processes Over Time-Varying Networks.
IEEE Trans. Control. Netw. Syst., 2018

Maximizing Power in Wind Turbine Arrays with Variable Wind Dynamics.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Discrete-Time Spread Processes: Analysis, Identification, and Validation.
Proceedings of the 2018 Annual American Control Conference, 2018

A Coupled Bi-Virus Spread Model in Networked Systems.
Proceedings of the 2018 Annual American Control Conference, 2018

Convergence Rate of Distributed Subgradient Methods under Communication Delays.
Proceedings of the 2018 Annual American Control Conference, 2018

Convergence Rate of Distributed Consensus with Nonuniform Delays.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
Distributed Lagrangian Method for Tie-Line Scheduling in Power Grids under Uncertainty.
SIGMETRICS Perform. Evaluation Rev., 2017

On the Convergence Rate of Distributed Gradient Methods for Finite-Sum Optimization under Communication Delays.
Proc. ACM Meas. Anal. Comput. Syst., 2017

On a continuous-time multi-group bi-virus model with human awareness.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Modeling and accelerated CO2 control for photosynthesis measurements.
Proceedings of the IEEE Conference on Control Technology and Applications, 2017

Structure identification in layered precedence networks.
Proceedings of the IEEE Conference on Control Technology and Applications, 2017

Distributed Lagrangian methods for network resource allocation.
Proceedings of the IEEE Conference on Control Technology and Applications, 2017

Modeling and maximizing power in wind turbine arrays.
Proceedings of the IEEE Conference on Control Technology and Applications, 2017

Multi-competitive viruses over static and time-varying networks.
Proceedings of the 2017 American Control Conference, 2017

2016
Large scale data clustering and graph partitioning via simulated mixing.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

On the analysis of a continuous-time bi-virus model.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Clustering fully and partially observable graphs via nonconvex optimization.
Proceedings of the 2016 American Control Conference, 2016

Vehicle Routing Problem with Time Windows: A Deterministic Annealing approach.
Proceedings of the 2016 American Control Conference, 2016

2015
Modeling and control of pharmacodynamics.
Eur. J. Control, 2015

On the end-performance metric estimator selection.
Autom., 2015

Stability analysis and control of virus spread over time-varying networks.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Robust principal component analysis via re-weighted minimization algorithms.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Deterministic annealing for clustering: Tutorial and computational aspects.
Proceedings of the American Control Conference, 2015

Estimator selection: End-performance metric aspects.
Proceedings of the American Control Conference, 2015

2014
Aggregation of Graph Models and Markov Chains by Deterministic Annealing.
IEEE Trans. Autom. Control., 2014

Clustering and Coverage Control for Systems With Acceleration-Driven Dynamics.
IEEE Trans. Autom. Control., 2014

Bidding with limited statistical knowledge in online auctions.
SIGMETRICS Perform. Evaluation Rev., 2014

On the balanced truncation and coprime factors reduction of Markovian jump linear systems.
Syst. Control. Lett., 2014

Aggregation of Markov chains: an analysis of deterministic annealing based methods.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Ensemble Online Clustering through Decentralized Observations.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013
Regulation of Anesthesia Delivery via ℒ<sub>1</sub>-Adaptive Control.
Proceedings of the SIAM Conference on Control and its Applications, 2013

A distance metric between directed weighted graphs.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Improved upper bounds on the expected error in constant step-size Q-learning.
Proceedings of the American Control Conference, 2013

2012
Entropy-Based Framework for Dynamic Coverage and Clustering Problems.
IEEE Trans. Autom. Control., 2012

Error bounds for constant step-size Q-learning.
Syst. Control. Lett., 2012

Clustering large networks of parametric dynamic generative models.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011
Impact of file arrivals and departures on buffer sizing in core routers.
IEEE/ACM Trans. Netw., 2011

On reduction of graphs and Markov chain models.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

ℒ1-adaptive methods for control of patient response to anesthesia.
Proceedings of the American Control Conference, 2011

2010
Dynamic Maximum Entropy algorithms for clustering and coverage control.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2009
Buffer sizing results for RCP congestion control under connection arrivals and departures.
Comput. Commun. Rev., 2009

Model reduction, optimal prediction, and the Mori-Zwanzig representation of Markov chains.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008
A Scalable Approach to Combinatorial Library Design for Drug Discovery.
J. Chem. Inf. Model., 2008

Entropy based algorithm for combinatorial optimization problems with mobile sites and resources.
Proceedings of the American Control Conference, 2008

Multivariable LPV control of anesthesia delivery during surgery.
Proceedings of the American Control Conference, 2008

2007
A Maximum Entropy Based Scalable Algorithm for Resource Allocation Problems.
Proceedings of the American Control Conference, 2007

2006
Coprime factors reduction methods for linear parameter varying and uncertain systems.
Syst. Control. Lett., 2006

Analysis of SIFT like Active Queue Management algorithms.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

A scalable deterministic annealing algorithm for resource allocation problems.
Proceedings of the American Control Conference, 2006

2005
Robustness of real and virtual queue-based active queue management schemes.
IEEE/ACM Trans. Netw., 2005

Model reduction of periodic systems: a lifting approach.
Autom., 2005

A deterministic annealing approach to combinatorial library design for drug discovery.
Proceedings of the American Control Conference, 2005

On the use of SoS methods for analysis of connection-level stability in the Internet.
Proceedings of the American Control Conference, 2005

2004
On the use of multivariable piecewise-linear models for predicting human response to anesthesia.
IEEE Trans. Biomed. Eng., 2004

Noncommuting multidimensional realization theory: minimality, reachability, and observability.
IEEE Trans. Autom. Control., 2004

MRedTool - a MATLAB toolbox for model reduction of multi-dimensional systems.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

Modelling and distributed control of mobile offshore bases.
Proceedings of the 2004 American Control Conference, 2004

2003
Error-bounds for balanced model-reduction of linear time-varying systems.
IEEE Trans. Autom. Control., 2003

Model reduction of heterogeneous distributed systems.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

Model reduction of spatially-invariant array systems.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

Model reduction of stabilizable nonstationary LPV models.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

On the model reduction of nonstationary LPV systems.
Proceedings of the American Control Conference, 2003

2002
On the use of hybrid multivariable models for predicting human response to anesthesia.
Proceedings of the 41st IEEE Conference on Decision and Control, 2002

Analysis and validation of a human postural control model.
Proceedings of the American Control Conference, 2002

Necessary and sufficient conditions for an optimal controlled switching problem.
Proceedings of the American Control Conference, 2002

2001
On formal power series representations for uncertain systems.
IEEE Trans. Autom. Control., 2001

An investigation of multivariable models for human response to anesthesia.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001

The minimum principle for deterministic impulsive control systems.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001

1999
On the role of LFT model reduction methods in robust controller synthesis for a pressurized water reactor.
IEEE Trans. Control. Syst. Technol., 1999

A necessary and sufficient minimality condition for uncertain systems.
IEEE Trans. Autom. Control., 1999

1996
Model reduction of multidimensional and uncertain systems.
IEEE Trans. Autom. Control., 1996

1986
Models for simulation and discrete control of manufacturing systems.
Proceedings of the 1986 IEEE International Conference on Robotics and Automation, 1986


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